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Updated: Sep 13, 2025

Murine Fetal Echocardiography
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AI-Enhanced Fetal CMR: Deep Learning Super-Resolution Improves Prenatal Cardiac Diagnosis

Subin Kuruvilla Thomas1, Mike Seed1

  • 1Division of Cardiology, Department of Pediatrics, Hospital for Sick Children, University of Toronto, Ontario, Canada.

Circulation. Cardiovascular Imaging
|July 31, 2025
PubMed
Abstract

No abstract available in PubMed .

Keywords:
Editorialsautomationdeep learningheart rateworkflow

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Cardiovascular magnetic resonance imaging, or CMRI, is a non-invasive diagnostic test that employs a magnetic field and radiofrequency waves to create precise images of the heart and arteries. It provides comprehensive information about cardiac anatomy, function, perfusion, and tissue characterization without ionizing radiation.IndicationsCMRI diagnoses various heart conditions, including tissue damage from heart attacks, ischemic heart disease, myocarditis, aortic issues (tears, aneurysms,...
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